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Bari vs Spal — Serie B 2018

Bari
Bari
FT
2 – 2
HT: 2 – 0
Spal
Spal
9/3/2022Serie BSerie B · Round 4Stadio Comunale San Nicola

Match Prediction

Statistical Prediction

Based on goals from last 60+ matches

Bari42%
×Draw28%
Spal30%
✓ Correct in 50 of 100 matches — 6 more than always backing the home side
Model
49.7%
Always home
44.3%

The model picks a winner (home or away) for each finished match using only pre-kickoff data, then checks it against the real result: 49.7% correct across 106,786 matches, vs 44.3% for always backing the home side.

Home picks 50.7% correct · Away picks 47.3% correct

Football matches only. Past performance is not indicative of future results.

Expected goals in this match

What is xG?

Every shot is scored 0–1 by how likely it is to be a goal from that spot — a chance in the middle of the box ≈ 0.4, a long shot from a tight angle ≈ 0.03, a penalty ≈ 0.76. Add them up over a match and that is the xG.

The scoreline can lie: you can win 1-0 on a fluke while creating half the chances. xG shows who was really closer to scoring — and over a season it predicts results better than goals alone.

Bari
1.25
Spal
1.01

Bari creates 24% more chances

Season form · 82 home / 60 away

creates per match

Bari
1.23
Spal
0.92

allows per match

Bari
1.09
Spal
1.27

finishing

Bari+0.00on par
Spal+0.00on par

Total goals

61%Under
  • Under61
  • Over39

Fewer than 3 goals likely

Both teams score

55%No
  • No55
  • Yes45

One side may not score

Score probability

Probability of each scoreline, %

Bari ↓

Spal →
0
1
2
3
4
0
0–010%
0–111%
0–25%
0–32%
0–40%
1
1–013%
1–113%
1–27%
1–32%
1–41%
2
2–08%
2–18%
2–24%
2–31%
2–40%
3
3–03%
3–13%
3–22%
3–31%
3–40%
4
4–01%
4–11%
4–21%
4–30%
4–40%

Most likely 1–0 (13%) · grid covers 99% of scorelines

More markets

Total goals

OverUnder0.5
90%10%1.5
66%34%2.5
39%61%3.5
19%81%4.5
8%92%

Double chance

Bari or draw
70%
Bari or Spal
72%
Draw or Spal
58%

Winning margin

Bari wins by 2+
19%
Spal wins by 2+
11%

Team goals

Bari 1+ goals
71%
Bari 2+ goals
36%
Bari 3+ goals
13%
Spal 1+ goals
64%
Spal 2+ goals
27%
Spal 3+ goals
8%

Draw no bet

Bari (draw refunded)
58%
Spal (draw refunded)
42%

Combos

Both score & 3+ goals
32%
Both score & under 3
13%

Model probabilities, not odds. For information only.

How is this calculated?

Every number below comes from this match — nothing is made up.

1

Recent form of each side

Bari at home — creates 1.23, concedes 1.09 · 82 matches

Spal away — creates 0.92, concedes 1.27 · 60 matches

⚑ Home and away form are counted separately — the home-field edge is already baked into these numbers.

2

Expected goals for this match

Bari attack 1.23 + Spal defence 1.27 → ÷2 → 1.25

Spal attack 0.92 + Bari defence 1.09 → ÷2 → 1.01

Each side's attack is blended with the other's defence, then averaged.

3

Chance of every scoreline

From those two numbers a Poisson distribution gives the probability of each exact score — the grid shown above.

4

The answer to "why 42%?"

Bari scores more
42%
level
28%
Spal scores more
30%

Bari at 42% is simply the biggest of the three — that is the pick.

What the model can't see

It reads only the stats of recent matches. It knows nothing about:

  • injuries & suspensions
  • the matchday lineup
  • motivation — cup, relegation, a title race
  • weather & pitch condition
  • in-game coaching decisions

So 42% does not mean "Bari will win" — it means "on the available stats, this is the most likely result."

Statistical model based on expected goals (xG). For informational purposes only.

Probable lineups not yet announced

Starting lineups are usually confirmed ~1 hour before kickoff

Bari 2 – 2 Spal

Bari and Spal drew 2-2 in Serie B on September 3, 2022.

The match was played at Stadio Comunale San Nicola in Bari.